This is not universally true. It's bad if the dominant player uses their dominance to deliver sub-par quality at high prices. But so far Amazon doesn't seem to be doing that, at least in my user experience of it.
It is bad that they might one day be able to parlay their dominance into harming consumers, but the dominance itself is not necessarily a bad thing, IMO.